Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: RASSF8

Gene summary for RASSF8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RASSF8

Gene ID

11228

Gene nameRas association domain family member 8
Gene AliasC12orf2
Cytomap12p12.1
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

A0A024RB12


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
11228RASSF8HCC1_MengHumanLiverHCC2.46e-16-1.35e-010.0246
11228RASSF8HCC2_MengHumanLiverHCC4.91e-02-1.20e-010.0107
11228RASSF8HCC1HumanLiverHCC1.69e-032.21e+000.5336
11228RASSF8HCC2HumanLiverHCC1.04e-039.71e-010.5341
11228RASSF8RNA-P10T2-P10T2-3HumanLungAAH3.00e-058.85e-01-0.1408
11228RASSF8RNA-P10T2-P10T2-4HumanLungAAH2.53e-037.65e-01-0.138
11228RASSF8RNA-P25T1-P25T1-1HumanLungAIS2.50e-095.70e-01-0.2116
11228RASSF8RNA-P25T1-P25T1-2HumanLungAIS2.02e-025.22e-01-0.1941
11228RASSF8RNA-P25T1-P25T1-3HumanLungAIS9.47e-087.03e-01-0.2107
11228RASSF8RNA-P25T1-P25T1-4HumanLungAIS9.22e-137.15e-01-0.2119
11228RASSF8RNA-P6T1-P6T1-2HumanLungMIAC4.36e-028.04e-01-0.0186
11228RASSF8RNA-P6T2-P6T2-1HumanLungIAC2.65e-094.03e-01-0.0166
11228RASSF8RNA-P6T2-P6T2-2HumanLungIAC1.01e-103.65e-01-0.0132
11228RASSF8RNA-P6T2-P6T2-3HumanLungIAC2.01e-082.94e-01-0.013
11228RASSF8RNA-P6T2-P6T2-4HumanLungIAC5.94e-083.66e-01-0.0121
11228RASSF8RNA-P8T2-P8T2-3HumanLungAIS1.70e-026.75e-01-0.1284
11228RASSF8GSM5252132_BPH389PrGFHumanProstateBPH1.14e-159.98e-01-0.2247
11228RASSF8047563_1562-all-cellsHumanProstateBPH5.25e-114.37e-010.0791
11228RASSF8048752_1579-all-cellsHumanProstateBPH6.82e-277.40e-010.1008
11228RASSF8052095_1628-all-cellsHumanProstateBPH5.46e-053.59e-010.1032
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
LiverThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
LungThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
ProstateThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.BPH: Benign Prostatic Hyperplasia
ThyroidThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
RASSF8SNVMissense_Mutationnovelc.298N>Gp.Thr100Alap.T100AQ8NHQ8protein_codingtolerated(0.21)benign(0.039)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RASSF8SNVMissense_Mutationc.777N>Tp.Lys259Asnp.K259NQ8NHQ8protein_codingtolerated(0.45)benign(0.007)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RASSF8SNVMissense_Mutationnovelc.953N>Tp.Ala318Valp.A318VQ8NHQ8protein_codingdeleterious(0.03)benign(0.056)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RASSF8SNVMissense_Mutationnovelc.667N>Cp.Glu223Glnp.E223QQ8NHQ8protein_codingdeleterious(0.02)benign(0.166)TCGA-C5-A8YR-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
RASSF8SNVMissense_Mutationnovelc.541N>Ap.Glu181Lysp.E181KQ8NHQ8protein_codingdeleterious(0.01)benign(0.22)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
RASSF8SNVMissense_Mutationc.501G>Tp.Lys167Asnp.K167NQ8NHQ8protein_codingtolerated(0.3)benign(0.011)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RASSF8SNVMissense_Mutationnovelc.435N>Cp.Lys145Asnp.K145NQ8NHQ8protein_codingtolerated(0.07)benign(0.146)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RASSF8SNVMissense_Mutationnovelc.644N>Tp.Arg215Ilep.R215IQ8NHQ8protein_codingdeleterious(0.01)benign(0.07)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
RASSF8SNVMissense_Mutationnovelc.159N>Cp.Leu53Phep.L53FQ8NHQ8protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AJ-A23O-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
RASSF8SNVMissense_Mutationrs746967473c.985N>Tp.Arg329Cysp.R329CQ8NHQ8protein_codingdeleterious(0.01)possibly_damaging(0.818)TCGA-AJ-A8CT-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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